MA245 Introduction to Experimental Design and Regression Analysis 0.5 Randomization and replication; completely randomized and randomized complete block designs, including analysis of variance (ANOVA) for fixed, random, and mixed effects models; efficiency of designs; multiple comparison procedures; simple linear regression model and analysis; introduction to model diagnostics. Prerequisite: MA140* or MA240 (or permission of the Department).